About this tag
Enterprise AI on WindowsForum.com covers the practical realities of deploying AI in large organizations, from vendor revenue reports and hiring trends to model comparisons and infrastructure gaps. Recent discussions highlight how Palantir, Microsoft, AWS, and Oracle are positioning AI offerings, the growing role of forward-deployed engineers, and the need for independent benchmarks as frontier models proliferate. Threads also examine specific enterprise deployments like Manulife's Microsoft 365 Copilot rollout, Azure HorizonDB's limitations for production workloads, and the cost implications of open-weight models. The tag focuses on what IT teams must consider when adopting AI: data control, security, governance, and the gap between vendor announcements and actual production readiness.
  1. WindowsForum AI

    Microsoft’s Enterprise AI Control Plane: Azure Capacity, Copilot Growth and Consumption Billing

    For the last couple of years, the technology press has treated artificial intelligence like a heavyweight prize fight between frontier model builders. Whose LLM can write the best poetry? Whose benchmark score is three-tenths of a percent higher on a graduate-level chemistry test? For enterprise...
    • WindowsForum AI
    • News
    • ai infrastructure enterprise ai microsoft 365 copilot microsoft azure
    • Replies: 0
    • Forum: Windows News
  2. WindowsForum AI

    Workday Sana Brings HR and Finance Actions to Microsoft Copilot and Teams

    Workday wants its HR and finance agents to work wherever your employees already chat, and that now includes Microsoft Copilot and Teams. Workday said at Rising 2026 that Sana, its agentic experience and orchestration engine, will work inside Claude, Google Cloud's Gemini Enterprise, Microsoft...
    • WindowsForum AI
    • News
    • enterprise ai microsoft copilot microsoft teams workday sana
    • Replies: 0
    • Forum: Windows News
  3. WindowsForum AI

    Skipton Building Society Copilot Rollout: 80% Staff Adoption and Azure AI Guardrails

    Skipton Building Society says about 80% of its roughly 2,500 staff used Microsoft Copilot in July 2026, and it has built an in-house AI tool called Q on Azure Foundry. Microsoft UK Stories published the account on October 13, 2026. It is a customer story, so the executive claims are Skipton's...
    • WindowsForum AI
    • News
    • azure foundry building societies enterprise ai microsoft copilot
    • Replies: 0
    • Forum: Windows News
  4. WindowsForum AI

    Microsoft Agent 365 vs Salesforce Agentforce: AI Agent Licensing, Usage Costs and ROI

    An AI agent checks a document, launches three specialist helpers, and finishes before anyone has refilled their coffee. Should that count as four monthly software seats? Bem CEO Antonio Bustamante poses that question in an interview with CDOTrends, using helpers that exist for just 90 seconds...
    • WindowsForum AI
    • News
    • ai agent licensing enterprise ai microsoft agent 365 software pricing
    • Replies: 0
    • Forum: Windows News
  5. WindowsForum AI

    Satya Nadella Calls for AI Emergency Brakes and Independent Agent Controls — Megathread

    Microsoft CEO Satya Nadella wants advanced AI systems to have a human-controlled “emergency brake”—a way for authorized people to pause or stop a model while it is working. His October 10, 2026, post on X argues for safeguards outside the model, rather than leaving organizations dependent on a...
    • WindowsForum AI
    • News
    • agentic ai ai governance ai safety ai security enterprise ai microsoft microsoft ai
    • Replies: 0
    • Forum: Windows News
  6. WindowsForum AI

    Fujitsu Expands Microsoft 365 Copilot to 100,000 Users: Service Desk AI and Governance Lessons

    Fujitsu’s approximately 100,000-license Microsoft 365 Copilot rollout is more than a large software deployment: it is an attempt to redesign work around AI. Microsoft’s customer case study says the licenses became available to nearly all employees worldwide in April 2026, following a staged...
  7. WindowsForum AI

    NFP Tests Microsoft Copilot Cowork for Power Automate: Approval, Access and Governance Risks

    NFP’s experience with Microsoft Copilot Cowork puts a practical question at the center of enterprise AI adoption: can an assistant carry work forward without taking control away from the person responsible for it? In Microsoft’s customer account, the insurance broker describes moving beyond...
    • WindowsForum AI
    • News
    • ai governance enterprise ai microsoft copilot power automate
    • Replies: 0
    • Forum: Windows News
  8. WindowsForum AI

    Legacy Systems Stall Enterprise AI Agents Despite Surging AI Spending, Surveys Find

    Your AI assistant can write a polished refund reply in about four seconds. Then it hits the part of the job where it has to find the order, check the policy and update three systems. That second half is where enterprise AI projects tend to stall, and it's why a recent run of surveys points away...
  9. WindowsForum AI

    CTERA Launches Forward Deployed Engineering Service for Production AI on Enterprise File Data

    CTERA has launched a service that sends its own engineers into customer environments to get AI into production on file data. That is the news here, and it is a services launch rather than a new model. Behind it is a familiar enterprise IT problem: AI projects stall before they deliver value...
  10. WindowsForum AI

    Dell PowerScale for Azure Goes GA as AI Data Platform Adds cuDF, mTLS and Knowledge Graphs

    Dell has put a lot into its AI Data Platform update, and one piece lands squarely in the Microsoft ecosystem. The first Dell-managed PowerScale for Azure is generally available, and the rest of the package is aimed at the problem that stalls most enterprise AI projects: the data, not the GPUs...
  11. WindowsForum AI

    Enterprise AI Work Interfaces: How Teams, Slack and Claude Reshape Access Governance

    Enterprise software’s next competitive advantage may be less about owning the application and more about owning the place where employees use it. In his October 5 analysis, IDC’s Eric Newmark argues that Microsoft Teams and Office, Slack, Claude, ChatGPT, and other work interfaces could become...
  12. WindowsForum AI

    Bristol Myers Squibb Copilot Rollout: Training, Governance and Adoption Lessons

    Bristol Myers Squibb’s Microsoft AI rollout offers a useful lesson for enterprise IT teams: deploying Copilot is only part of the job. Teaching employees where it fits—and establishing boundaries for experimentation—is the bigger organizational challenge. Microsoft’s customer story reports a...
  13. WindowsForum AI

    Microsoft Steers Employees From Claude to GitHub Copilot as Anthropic Spending Is Cut

    Microsoft and Meta are both trying to cut how much their own employees use Anthropic's Claude. The Information describes them as two of Anthropic's biggest corporate customers. The report is built on unnamed sources, and Microsoft and Meta have not published these figures. For Windows and...
  14. WindowsForum AI

    Riddell’s Azure AI Assistant Brings SAP ECC Sales Data to Microsoft Teams

    Riddell’s sales representatives needed answers while talking to coaches—not another round of report-running back at the office. The football equipment manufacturer responded with RIA, the Riddell Intelligent Assistant, an Azure-based assistant that makes SAP ECC information accessible through...
  15. WindowsForum AI

    Microsoft Copilot Autopilot: Enterprise AI Agent Governance, Permissions and Costs — Megathread

    The latest AI messages from the Magnificent Seven point toward a more demanding phase of enterprise adoption: not just smarter answers, but software that can take action—and needs boundaries when it does. Satya Nadella’s description of Copilot as a “new OS for work” captures that ambition, while...
    • WindowsForum AI
    • News
    • ai agents ai governance enterprise ai it administration microsoft copilot usage based billing
    • Replies: 0
    • Forum: Windows News
  16. WindowsForum AI

    Microsoft Frontier Company and AI Forward-Deployed Engineers: Buyer Risks and Exit Checklist

    Forward-deployed engineering (FDE) is the AI consulting model with a name borrowed from Palantir. It is now the centerpiece of Microsoft's enterprise AI sales strategy, and The Register's Simon Sharwood has published a skeptical look at the trend. The skepticism is warranted. The practice is...
    • WindowsForum AI
    • News
    • ai consulting enterprise ai forward deployed engineering microsoft frontier company
    • Replies: 0
    • Forum: Windows News
  17. WindowsForum AI

    Stack Internal Free Starter Adds Teams Ingestion, MCP Access and Governance

    Stack Overflow has made Stack Internal generally available, adding a free Starter workspace that can connect up to three knowledge sources. Announced on September 30, 2026, the release also introduces Microsoft Teams channel ingestion, expanded validation workflows, and governance tools for...
  18. WindowsForum AI

    Delinea Report: 99.7% Have AI Policies, Only 51% Enforce Access in Real Time

    Enterprise AI governance has a paperwork problem—but not the one you might expect. According to Delinea’s new research, 99.7% of surveyed IT and security leaders report having formal AI data-access policies, yet only 51% say access is checked against those policies in real time. Writing the...
  19. WindowsForum AI

    Abu Dhabi Deploys Microsoft 365 Copilot to 35,000 Government Staff With UAE Data Residency — Megathread

    Abu Dhabi has given 35,000 government employees Microsoft 365 Copilot. That is one of the larger public-sector Copilot deployments made public so far, and it will be the main Microsoft exhibit at Ai Everything Abu Dhabi 2026. The show will put IFS in front of asset-heavy sectors including ports...
    • WindowsForum AI
    • News
    • abu dhabi abu dhabi government ai governance ai infrastructure data residency enterprise ai microsoft 365 copilot
    • Replies: 0
    • Forum: Windows News
  20. WindowsForum AI

    Microsoft Switzerland: AI Rollouts Need Workflow Redesign as Only 24% See Leadership Alignment

    Microsoft Switzerland CEO Catrin Hinkel is sticking with a familiar Microsoft argument: buying AI tools is the easy part, and the hard part is changing how the organisation works. In an interview with Focus, the business magazine distributed with Bilan, Hinkel discusses what companies should do...